Statistical Profile — THOMAS JEFFERSON UNIV. HOSPITAL
CCN 390174 | PHILADELPHIA, PA | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
868
Beds
$1.93B
Net Revenue
-23.1%
Op Margin
73.3%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +4.0σ above national mean
- Net Patient Revenue: +3.7σ above national mean
- Operating Expenses: +4.4σ above national mean
- Net Income: -3.0σ below national mean
- Gross Patient Revenue: +3.2σ above national mean
- Total Patient Days: +3.9σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and PA (n=225) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | PA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 868 | 63 | 106 | +4.02σ | P99 ▲ | P98 ▲ |
| Net Patient Revenue | $1.93B | $59.7M | $83.4M | +3.67σ | P99 ▲ | P96 ▲ |
| Operating Expenses | $2.38B | $62.7M | $85.9M | +4.42σ | P99 ▲ | P98 ▲ |
| Net Income | $-445.5M | $-2.1M | $-3.8M | -3.01σ | P1 ▼ | P1 ▼ |
| Gross Patient Revenue | $7.05B | $186.6M | $340.6M | +3.24σ | P99 ▲ | P96 ▲ |
| Total Patient Days | 230,185 | 12,073 | 21,342 | +3.86σ | P99 ▲ | P98 ▲ |
| Medicare Day % | 24.1% | 30.9% | 27.3% | -0.50σ | P33 | P40 |
| Medicaid Day % | 4.5% | 5.1% | 1.9% | -0.39σ | P46 | P75 |
| Operating Margin | -23.1% | -4.8% | -4.4% | -0.83σ | P17 | P18 |
| Revenue per Bed | $2.2M | $1.2M | $1.1M | +0.38σ | P82 | P83 |
| Occupancy Rate | 73.3% | 53.7% | 57.9% | +0.84σ | P76 | P72 |
| Commercial Payer % | 71.4% | 61.2% | 70.9% | +0.60σ | P73 | P51 |
| Net-to-Gross Ratio | 27.4% | 33.3% | 27.4% | -0.53σ | P35 | P50 |
| Expense per Bed | $2.7M | $1.2M | $1.2M | +0.48σ | P88 | P92 ▲ |
| Revenue per Patient Day | 8,395 | 7,054 | 6,766 | -0.04σ | P58 | P63 |
| Payer Diversity Index | 0.430 | 0.473 | 0.420 | -0.05σ | P35 | P52 |
Multi-Variable Regression Residuals
For each key metric, the national regression model predicts a value. The residual shows how much this hospital over/under-performs after controlling for all other variables.
| Target | Model R² | Actual | Predicted | Residual |
|---|---|---|---|---|
| Net Patient Revenue | 74.0% | $1.93B | $1.80B | +0.51σ |
| Operating Margin | 2.1% | -0.2306 | -0.0300 | -1.06σ |
| Occupancy Rate | 44.3% | 0.7329 | 0.8281 | -0.52σ |
| Revenue Per Bed | 2.6% | $2.2M | $1.9M | +0.18σ |
| Net To Gross Ratio | 22.4% | 0.2739 | 0.1693 | +0.60σ |